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Primer’s enhanced AI platform delivers near-zero hallucination rates

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AI-powered search, discovery, and analysis tailored to your mission, data, and secure networks

SAN FRANCISCO, Oct. 14, 2024 /PRNewswire/ — Primer Technologies, an AI/ML technology firm delivering tailored, mission-critical AI solutions for secure data analysis and decision support, today unveiled an update to its AI platform, achieving near-zero hallucination rates when analyzing and summarizing massive data sets.

In high-stakes environments where precision and timeliness are crucial, Primer’s enhanced platform emerges as a game-changing solution. It rapidly converts vast amounts of data into actionable intelligence, seamlessly integrating with your workflows and secure networks to empower mission-critical decisions.

Imagine accessing critical insights in near real-time, free from the noise and inaccuracies that often hinder traditional tools; finding the exact relevant set of documents to drive your analysis and developing your insights and courses of action with the help of AI. With the launch of Primer’s AI platform, the company is raising the bar on hallucinations, setting a new industry standard with 99.9% retrieval augmented generation (RAG) accuracy. The enhanced version will be demonstrated live at Primer’s booth during AUSA in Washington, DC, October 14-16.

“Very few can develop tailored, mission-critical AI solutions at scale for the world’s most demanding agencies and organizations,” said Primer CEO Sean Moriarty. “Even fewer have earned the trust to deploy AI responsibly in the most complex and sensitive environments. Primer has proven itself as a trusted partner, delivering AI that organizations can rely on when it matters most.”

“We’re driving the error rate to near-zero on retrieval augmented generation (RAG) through a range of proprietary techniques,” said Primer CPO Leonard Law. “High performance and transparency are crucial because customers deserve better than a black box that demands their blind trust. Primer’s AI platform cites sources and maintains traceability.”

Near zero hallucinations

While other tools experience up to a 10% error rate due to hallucinations, Primer is specifically engineered to dramatically reduce these inaccuracies. Its proprietary fact-checking technology, RAG-V, captures over 99% of errors before they reach users, ensuring every piece of intelligence is rooted in your data. This precision is paramount when leveraging AI to produce decision-ready intelligence you can trust in mission-critical situations.

Unrivaled speed

Primer’s proprietary algorithmic framework, BabyBear, dramatically reduces both latency and cost by automatically selecting the best AI model for each task, balancing cost-efficiency and performance without sacrificing accuracy. This ensures that only complex tasks are sent to resource-intensive models, significantly speeding up processing times and reducing GPU usage by up to 90%.

Primer increases the time available for analysis, allowing analysts to dedicate more attention to in-depth, value-added assessments. This shift empowers analysts to focus more on what truly matters: interpreting and acting on critical insights.

Practical, reliable AI

Primer’s AI platform delivers a personalized AI-enabled search and discovery experience that integrates with customer workflows, including:

AI-powered search: Instantly uncover critical insights with AI that understands your questions in everyday language, scanning millions of public and proprietary documents at lightning speed.Dynamic summaries & visualizations: Automatically transform raw data into clear, actionable intelligence with tools like network graphs, timelines, maps, and entity profiles, revealing patterns and trends that help you stay ahead of threats.Instant intelligence delivery: Compile and distribute fully sourced, actionable intelligence swiftly up the chain of command, ensuring your team remains ahead of the curve.

See Primer in Action

The Primer team will demonstrate live in their booth at AUSA in Washington, DC (Booth #348) October 14-16, 2024 and DoDIIS in Omaha, NE (Booth #1717) October 27-30, 2024.

About Primer

Primer’s AI software is deployed by the U.S. government, strategic allies, and Fortune 100 companies to extract timely insight and decision advantage from massive datasets. Primer has offices in Arlington, Virginia, San Francisco, California and Pasadena, California. For more information, please visit www.primer.ai.

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SOURCE Primer

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The Denver Post Names Luminate Bank the #1 Large Top Workplace in Colorado for 2026

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MINNEAPOLIS, May 13, 2026 /PRNewswire/ — Luminate Bank® earned the #1 ranking among large companies in The Denver Post’s Colorado Top Workplaces 2026 awards. The company also received the Special Award for Appreciation, recognizing its culture of employee support and recognition. This distinction is based solely on employee feedback gathered through a third-party survey administered by employee engagement technology partner Energage LLC. The confidential survey uniquely measures the employee experience and its component themes, including that employees feel Respected & Supported, Enabled to Grow, and Empowered to Execute, to name a few.

“Being named a Top Workplace is incredibly meaningful because it comes directly from the individuals who choose to grow their careers with us and show up every day with purpose and conviction. They are the foundation of our success,” said Eric Lovins, President of Mortgage Lending at Luminate Bank. “We don’t take the responsibility of earning their trust lightly, and we remain committed to creating an environment where they can thrive, succeed, and feel proud of the work they do.”

Luminate Bank traces its roots to 1937, when it first opened as Equity Bank. In 2020, the organization was acquired and reintroduced as Luminate Bank and Luminate Home Loans, reflecting a renewed commitment to guiding customers through complex financial moments with clarity and care. In 2025, Luminate Home Loans and Luminate Bank unified under one brand, combining full-service banking with a strong mortgage platform to expand offerings and better serve customers. Today, Luminate Bank’s team of more than 700 professionals nationwide continues to focus on relationship-based banking paired with digital innovation, supporting responsible growth and long-term customer success.

“Earning a Top Workplaces award is a badge of honor for companies, especially because it comes authentically from their employees,” said Eric Rubino, Energage CEO. “That’s something to be proud of. In today’s market, leaders must ensure they’re allowing employees to have a voice and be heard. That’s paramount. Top Workplaces do this, and it pays dividends.”

About Luminate Bank® — At Luminate Bank, We Open Doors—empowering individuals and families to achieve their financial dreams through personalized service and innovative digital solutions. As a nationwide bank headquartered in Minneapolis, Minnesota, we are committed to helping our clients meet their financial goals with a blend of modern technology, traditional values, and the trusted guidance of experienced professionals. Known for our exceptional commitment to customers, we take pride in delivering a seamless, supportive experience for every step of the journey. Our dedicated mortgage division has branches and a team of loan originators across the US, making expert home financing solutions accessible to communities nationwide.

Luminate Bank is committed to safeguarding your money and accounts with FDIC insurance coverage up to applicable limits. Learn more about how we can open doors for you at www.luminate.bank, follow us on Instagram, LinkedIn, and Facebook, or call (952) 939-7200.

ABOUT ENERGAGE
Making the world a better place to work together.™
Energage is a purpose-driven company that helps organizations turn employee feedback into useful business intelligence and credible employer recognition through Top Workplaces. Built on 20 years of culture research and the results from 30 million employees surveyed across more than 80,000 organizations, Energage delivers the most accurate competitive benchmark available. With access to a unique combination of patented analytic tools and expert guidance, Energage customers lead the competition with an engaged workforce and an opportunity to gain recognition for their people-first approach to culture. For more information or to nominate your organization, visit energage.com or topworkplaces.com.

Media Contact
Debbie Schwake, CMO
debbie.schwake@luminate.bank
952-698-3300

View original content to download multimedia:https://www.prnewswire.com/news-releases/the-denver-post-names-luminate-bank-the-1-large-top-workplace-in-colorado-for-2026-302771529.html

SOURCE Luminate Bank

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InfoSight Launches AI-Enabled Purple Team SOCaaS: Machine-Speed Defense, Human-Led Control

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Purple SOC Unifies Offensive Testing, Defensive Monitoring, and AI-Driven Detection Engineering Into a Single Human-Led Security Program

MIAMI, May 13, 2026 /PRNewswire/ — InfoSight today announced the general availability of its AI-Enabled Purple Team Security Operations Center as a Service (SOCaaS)—a managed security solution that combines AI-driven attack path intelligence with human-led security governance. The service redefines how organizations detect, validate, and respond to modern cyber threats by unifying offensive adversary emulation and defensive monitoring into a single, continuously operating program.

AI-Enabled Purple SOC: Offensive Testing, Defensive Monitoring & Detection Engineering in One Human-Led Security Program

Modern enterprises face a growing mismatch between attacker speed and defender capability. AI-driven attack tools now operate at scale—testing controls, chaining vulnerabilities, and adapting faster than traditional SOC workflows can respond. Meanwhile, many Security Operations Centers (SOC) remain constrained by human-speed processes, where alert queues backlog, tickets accumulate, and threats progress before action is taken.

The challenge is no longer visibility—it is speed, correlation, and execution.

InfoSight’s Purple Team SOCaaS addresses this gap by delivering continuous threat exposure management across the full attack lifecycle. Rather than reacting to alerts alone, the AI-enabled experts continuously hunt for Advanced Persistent Threats (APT) and indicators of compromise (IOC)while decoding real-time threat signals to anticipate adversary behavior before incidents occur.

Core Capabilities

AI-driven attack path correlation across identity, cloud, and critical systemsAdversary emulation aligned to real-world MITRE ATT&CK techniques TTPsReal-time validation of SIEM, XDR, and EDR detections and response workflowsDynamic feedback loops that continuously update rules, telemetry, and playbooksHuman-led oversight for threat modeling, risk acceptance, and executive reporting

By fusing traditionally siloed red team and blue team functions with AI enablement, Purple SOCaaS creates a continuously learning security program. When detection gaps are identified, rules, telemetry configurations, and response playbooks are refined continuously instead of waiting for scheduled review cycles.

When analysts engage, alerts are already enriched, correlated, and prioritized. Evidence is pre-assembled across identity, endpoint, network, and cloud telemetry, allowing security teams to shift focus from manual triage to higher-value decisions such as determining scope, assessing control weaknesses, and directing response actions.

Purple SOCaaS delivers measurable business outcomes, including:

Reduced Mean Time to Detect (MTTD) and Mean Time to Respond (MTTR)Expanded detection coverage across high-risk attack vectorsReduced blast radius through continuous control validationStrengthened identity and privileged access controls based on proven adversary pathwaysBoard-level reporting tied to quantified exposure reduction over time

InfoSight’s Purple SOCaaS is delivered through a structured 30–60-day onboarding and launch program, followed by continuous validation cycles.

“Bad actors can operate at machine speed on a scale like never before, so organizations no longer have the luxury of reactive 8-5 security operations. Adversaries operate continuously, so defenses must too. Purple SOCaaS allows security teams to go on the offense and anticipate threats bases upon intent signals to stay ahead of modern threats. Attacks are running at machine speed so modern SOC operations must match the new pace. — Tom Garcia, President & CEO, InfoSight

InfoSight’s AI-Enabled Purple Team SOCaaS is available immediately for enterprise and mid-market organizations. Organizations can request an executive overview or technical brief by contacting InfoSight directly.

About InfoSight

InfoSight, Inc. is a cybersecurity services firm helping organizations reduce cyber risk across healthcare, financial services, manufacturing, energy, and government sectors. Founded in 1998, InfoSight delivers advanced security operations, risk management, and compliance solutions that help organizations strengthen defenses, reduce exposure, and protect critical systems and digital assets.

Media Contact:
Yendi Valdes
Marketing Director, InfoSight
Yendi.Valdes@infosightinc.com 
1-305-828-1003

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SOURCE InfoSight, Inc.

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Tuya Inc. to Hold Annual General Meeting on June 18, 2026

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SANTA CLARA, Calif., May 13, 2026 /PRNewswire/ — Tuya Inc. (“Tuya” or the “Company”) (NYSE: TUYA; HKEX: 2391), a global leading AI cloud platform service provider, today announced that it will hold an annual general meeting of the Company’s shareholders (the “AGM”) at 2:00 p.m. (Hong Kong time) on Thursday, June 18, 2026 at Huace Center, Building A, 3/F VVIP room, Xihu District, Hangzhou City, Zhejiang Province, 310012, China, for the purposes of considering and, if thought fit, passing each of the Proposed Resolutions as defined and set forth in the notice of the AGM (the “AGM Notice”). The AGM Notice and the form of proxy for the AGM are available on the Company’s website at ir.tuya.com. The board of directors of the Company fully supports the Proposed Resolutions and recommends that shareholders and holders of American depositary shares (“ADSs”) vote in favor of the Proposed Resolutions.

Holders of record of the Company’s ordinary shares as of the close of business on May 22, 2026 (Hong Kong time) are entitled to receive notice of, and to attend and vote at, the AGM or any adjournment or postponement thereof. Holders of record of ADSs as of the close of business on May 22, 2026 (New York time) who wish to exercise their voting rights for the ADSs underlying Class A ordinary shares must give voting instructions directly to The Bank of New York Mellon, the depositary of the ADSs, if ADSs are held directly by holders on the books and records of The Bank of New York Mellon or indirectly through a bank, brokerage or other securities intermediary if the ADSs are held by any of them on behalf of holders.

The Company has filed its annual report on Form 20-F, including its audited financial statements, for the fiscal year ended December 31, 2025, with the U.S. Securities and Exchange Commission (the “SEC”). The Company’s annual report on Form 20-F can be accessed on the Company’s website at ir.tuya.com and on the SEC’s website at http://www.sec.gov.

About Tuya Inc.

Tuya Inc. (NYSE: TUYA; HKEX: 2391) is a global leading AI cloud platform service provider with a mission to build an AI developer ecosystem and enable everything to be smart. Tuya has pioneered a purpose-built AI cloud platform with cloud and generative AI capabilities that delivers a full suite of offerings, including Platform-as-a-Service, or PaaS, AI application & others and Smart home & robot products for developers of smart device, commercial applications, and industries. Through its AI developer platform, Tuya has activated a vibrant global developer community of brands, OEMs, AI agents, system integrators and independent software vendors to collectively strive for smart solutions ecosystem embodying the principles of green and low-carbon, security, high efficiency, agility, and openness.

Investor Relations Contact

Tuya Inc.
Investor Relations
Email: ir@tuya.com

HL Strategy
Haiyan LI-LABBE
Email: hl@hl-strategy.com

Piacente Financial Communications
China Tel: +86-10-6508-0677
U.S. Tel: +1-212-481-2050
Email: tuya@thepiacentegroup.com

View original content:https://www.prnewswire.com/news-releases/tuya-inc-to-hold-annual-general-meeting-on-june-18-2026-302771184.html

SOURCE Tuya Inc.

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